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Optimisation of the two-dimensional hydraulic model LISFOOD-FP for CPU architecture

Authors :
Paul D. Bates
Christopher C. Sampson
Jeffrey Neal
Toby Dunne
Andrew Smith
Source :
Neal, J, Dunne, T, Sampson, C, Smith, A & Bates, P 2018, ' Optimisation of the two-dimensional hydraulic model LISFOOD-FP for CPU architecture ', Environmental Modelling and Software, vol. 107, pp. 148-157 . https://doi.org/10.1016/j.envsoft.2018.05.011
Publication Year :
2018
Publisher :
Elsevier BV, 2018.

Abstract

Flood inundation models are increasingly used for a wide variety of river and coastal management applications. Nevertheless, the computational effort to run these models remains a substantial constraint on their application. In this study four developments to the LISFLOOD-FP 2D flood inundation model have been documented that: 1) refine the parallelisation of the model; 2) reduce the computational burden of dry cells; 3) reduce the data movements between CPU and RAM; and 4) vectorise the core numerical solver. The value of each of these developments in terms of compute time and parallel efficiency was tested on 12 test cases. For realistic test cases, improvements in single core performance of between 4.2x and 8.4x were achieved, which when combined with parallelisation on 16 cores resulted in computation times 34-60x shorter than previous LISFLOOD-FP models on one core. Results were compared to a sample of commercial models for context.

Details

ISSN :
13648152
Volume :
107
Database :
OpenAIRE
Journal :
Environmental Modelling & Software
Accession number :
edsair.doi.dedup.....f931b83c5847176bc9d9f893710a0905
Full Text :
https://doi.org/10.1016/j.envsoft.2018.05.011